Nature

A Chinese AI model taught itself basic physics — what discoveries could it make?

A tool called AI-Newton can derive scientific laws from raw data, but is some way from developing human-like reasoning.
IEEE

Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning

Abstract: The identification of a mathematical dynamics model is a crucial step in the designing process of a controller. However, it is often very difficult to identify the system’s governing ...
IEEE

Indefinite Linear-Quadratic Optimal Control of Mean-Field Stochastic Differential Equation With Jump Diffusion: An Equivalent Cost Functional Method

Abstract: In this article, we consider a linear-quadratic optimal control problem of mean-field stochastic differential equation with jump diffusion, which is also called as an mean-field ...
C&EN

Establishment of an Integrated Model for Predicting Compound Mutagenicity with a Feature Importance Analysis

Graduate Institute of Environmental Engineering, College of Engineering, National Taiwan University, 71, Chou-Shan Road, Da’an Dist., Taipei 106, Taiwan Graduate Institute of Cancer Biology and Drug ...